Main Track
| Leveraging Paraphrase Labels to Extract Synonyms from Twitter | |
| Maria Antoniak, Eric Bell, Fei Xia |
| The Risks of Introspection: A Quantitative Analysis of Influence Between Scientific Communities | |
| Václav Belák, Conor Hayes |
| Non Defeated-Based Repair in Possibilistic DL-Lite Knowledge Bases | |
| Salem Benferhat, Zied Bouraoui, Karim Tabia |
| On the Normalization of Interval-Based Possibility Distributions | |
| Salem Benferhat, Martine Ceberio, Vladik Kreinovich, Sylvain Lagrue, Karim Tabia |
| Using Multi-Agent Options to Reduce Learning Time in Reinforcement Learning | |
| Danielle M. Clement, Manfred Huber |
| Optimizing Question-Answering Systems Using Genetic Algorithms | |
| Ulysse Côté Allard, Richard Khoury, Luc Lamontagne, Jonathan Bergeron, François Laviolette, Alexandre Bergeron-Guyard |
| Computational Creativity in the Culinary Arts | |
| Erol Cromwell, Jonah Galeota-Sprung, Raghuram Ramanujan |
| A Topic-Based Search, Visualization, and Exploration System | |
| Christan Earl Grant, Clint Pazhayidam George, Virupaksha Kanjilal, Supriya Nirkhiwale, Joseph N. Wilson, Daisy Zhe Wang |
| Fast and Accurate Causal Inference from Time Series Data | |
| Yuxiao Huang, Samantha Kleinberg |
| The Shapley Value in Voting Games: Computing Single Large Party's Power and Bounds for Manipulation by Merging | |
| Ramoni O. Lasisi, Abibat A. Lasisi |
| Varying Social Cue Constellations Results in Different Attributed Social Signals in a Simulated Surveillance Task | |
| Emilio J. C. Lobato, Samantha F. Warta, Travis J. Wiltshire, Stephen M. Fiore |
| A Multiple-Play Bandit Algorithm Applied to Recommender Systems | |
| Jonathan Louedec, Max Chevalier, Josiane Mothe, Aurélien Garivier, Sébastien Gerchinovitz |
| ORPHEUS: Mental Simulation as Support for Decision-Making in a Virtual Agent | |
| Mihai Polceanu, Marc Parenthoën, Cédric Buche |
| Evolutionary Technique for Combinatorial Reverse Auctions | |
| Shubhashis Kumar Shil, Malek Mouhoub, Samira Sadaoui |
| Stability in Role Based Hedonic Games | |
| Matthew Spradling, Judy Goldsmith |
| Light-Weight versus Heavy-Weight Algorithms for SAC and Neighbourhood SAC | |
| Richard J. Wallace |
| The “Qua-Entities” Paradigm versus the Notion of “Role” in NKRL (Narrative Knowledge Representation Language) | |
| Gian Piero Zarri |
| Gender and Body Mass Index Classification Using a Microsoft Kinect Sensor | |
| Virginia Ortiz Andersson, Livia S. Amaral, Aline R. Tonini, Ricardo M. Araujo |
| Recommending Regulation Strategies | |
| Asma Ben Khedher, Claude Frasson |
| An Automated Approach to the Initialization of the Snakes Algorithm for the Detection of Swimbladder Regions in X-Ray Image Data | |
| Jodie Gray, Thomas Reichherzer, Melanie A Sutton, Jimmy Touma, Wayne Bennett |
| Fuzzy Contrast Improvement for Low Altitude Aerial Images | |
| Lawrence Nderu, Nicolas Jouandeau, Herman Akdag |
| A Simple Decomposition Scheme for Large Real World Qualitative Constraint Networks | |
| Michael Sioutis, Yakoub Salhi, Jean-Francois Condotta |
| A Flexible, Plugin-Based Smarthome Simulation Framework with Application to Navigational Intention Prediction | |
| John H. C. Staton, Manfred Huber |
| I Don’t Always Have Positive Attitudes, but When I Do It Is Usually About a Robot: Development of the Robot Perception Scale | |
| Samantha F. Warta |
| Semantic/Conceptual Annotation Techniques Making Use of the Narrative Knowledge Representation Language (NKRL) | |
| Gian Piero Zarri |
Applications of Artificial Intelligence in Business
| A Four-Factor Model for Mining Consumer Insights in Social Data | |
| David B. Bracewell |
Applied Natural Language Processing
| How Many Utterances Are Needed to Support Time-Offset Interaction? | |
| Ron Artstein, Anton Leuski, Heather Maio, Tomer Mor-Barak, Carla Gordon, David Traum |
| Using an Implicit Method for Coreference Resolution and Ellipsis Handling in Automatic Student Answer Assessment | |
| Rajendra Banjade, Vasile Rus, Nobal Bikram Niraula |
| English Generation from a Knowledge Base and Overly General Classes | |
| Vinay K. Chaudhri, Nikhil Dinesh, Eva Banik, Umangi Oza |
| Using a Genetic Algorithm Approach to Study the Impact of Imbalanced Corpora in Sentiment Analysis | |
| Lohann Ferreira, Mariza Dosciatti, Julio Nievola, Emerson Cabrera Paraiso |
| Dealing With Imbalanced Datasets For Coreference Resolution | |
| Evandro Brasil Fonseca, Renata Vieira, Aline Vanin |
| A Measure of Text Formality as a Human Construct | |
| Haiying Li, Qinyu Cheng, Arthur C. Graesser |
| Keyphrase Extraction and Grouping Based on Association Rules | |
| Xin Li, Fei Song |
| Multilabel Subject-Based Classification of Poetry | |
| Andres Lou, Diana Inkpen, Chris Tanasescu |
| Unsupervised Sumerian Personal Name Recognition | |
| Liang Luo, Yudong Liu, James Hearne, Clinton Burkhart |
| Combining Word Representations for Measuring Word Relatedness and Similarity | |
| Nobal Bikram Niraula, Dipesh Gautam, Rajendra Banjade, Nabin Maharjan, Vasile Rus |
| Automated Labelling of Dialogue Modes In Tutorial Dialogues | |
| Vasile Rus, Nobal Bikram Niraula, Nabin Maharjan, Rajendra Banjade |
| Cross Lingual Lexical Substitution Using Word Representation in Vector Space | |
| Mohamed A. Zahran, Hazem Raafat, Mohsen Rashwan |
| Classifying Salient Textual Entities in the Headlines and Captions of Grouped Bar Charts | |
| Richard Burns, Sandra Carberry, Stephanie Elzer Schwartz |
| Mining of Conclusions of Student Texts for Automatic Assessment | |
| Samuel González-López, Aurelio López-López |
| Anomaly Detection in Text: The Value of Domain Knowledge | |
| Raksha Kumaraswamy, Anurag Wazalwar, Tushar Khot, Jude Shavlik, Sriraam Natarajan |
| Genre-Based Stages Classification for Polarity Analysis | |
| John Roberto, Maria Salamó, Maria Antònia Martí |
| Advanced Features of Collaborative Semantic Annotators — The 4A System | |
| Pavel Smrz, Jaroslav Dytrych |
| Graph Structured Semantic Representation and Learning for Financial News | |
| Boyi Xie, Rebecca J. Passonneau |
| Aspect-Level Sentiment Analysis Based on a Generalized Probabilistic Topic and Syntax Model | |
| Haochen Zhou, Fei Song |
Artificial Intelligence and Cyber Security
| Network Intrusion Detection Using a Hardware-Based Restricted Coulomb Energy Algorithm on a Cognitive Processor | |
| Mahdi H. Moghaddam, Ricardo A. Calix |
| A New Intrusion Detection Benchmarking System | |
| Richard Zuech, Taghi M. Khoshgoftaar, Naeem Seliya, Maryam M Najafabadi, Clifford Kemp |
Artificial Intelligence Education
| Adapting to Learners’ Mental States Using a Physiological Computing Approach | |
| Maher Chaouachi, Imène Jraidi, Claude Frasson |
| Computational Notebooks for AI Education | |
| Keith O'Hara, Douglas Blank, James Marshall |
| Identifying Content Patterns in Peer Reviews Using Graph-based Cohesion | |
| Laskhmi Ramachandran, Edward Gehringer |
Artificial Intelligence for Big Social Data Analysis
| Semantic Outlier Detection for Affective Common-Sense Reasoning and Concept-Level Sentiment Analysis | |
| Erik Cambria, Giuseppe Melfi |
| GECKA: Game Engine for Commonsense Knowledge Acquisition | |
| Erik Cambria, Dheeraj Rajagopal, Kenneth Kwok, Jose Sepulveda |
| ArsEmotica for arsmeteo.org: Emotion-Driven Exploration of Online Art Collections | |
| Viviana Patti, Federico Bertola, Antonio Lieto |
| Event Analysis in Social Media Using Clustering of Heterogeneous Information Networks | |
| Narumol Prangnawarat, Ioana Hulpus, Conor Hayes |
| Impact of Feature Selection Techniques for Tweet Sentiment Classification | |
| Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman |
| Hierarchical Fuzzy Spectral Clustering in Social Networks using Spectral Characterization | |
| Scott Wahl, John Sheppard |
| Discriminative Bi-Term Topic Model for Headline-Based Social News Clustering | |
| Yunqing Xia, Nan Tang, Amir Hussain, Erik Cambria |
| Discovering Emotions in the Wild: An Inductive Method to Identify Fine-grained Emotion Categories in Tweets | |
| Jasy Liew Suet Yan |
Artificial Intelligence in Games and Multimedia
| Strategy Inference in Stochastic Games Using Belief Networks | |
| D. Michael Franklin |
Artificial Intelligence in Healthcare Informatics
| Selecting the Appropriate Ensemble Learning Approach for Balanced Bioinformatics Data | |
| David J. Dittman, Taghi M. Khoshgoftaar, Amri Napolitano |
| Pooling SAX-BoP Approaches with Boosting to Classify Multivariate Synchronous Physiological Time Series Data | |
| Zhiguang Wang, Tim Oates |
Autonomous Robots and Agents
| Activity Monitoring and Prediction for Humans and NAO Humanoid Robots Using Wearable Sensors | |
| Saminda Abeyruwan, Faisal Sikder, Ubbo Visser, Dilip Sarkar |
| Safety in Multi-Agent Systems: Reputation Based on Dossier | |
| André P. Borges, Vanderson Botêlho, Osmar B. Dordal, Bráulio C. Ávila, Edson E. Scalabrin |
| An Ontology-Based Domain Representation for Plan-Based Controllers in a Reconfigurable Manufacturing System | |
| Stefano Borgo, Amedeo Cesta, Andrea Orlandini, Alessandro Umbrico |
| Spanning Tree Partitioning Approach for Configuration Generation in Modular Robots | |
| Ayan Dutta, Raj Dasgupta, Jose Baca, Carl Nelson |
| Coordinating Robot Teams for Disaster Relief | |
| Mark Roberts, Thomas Apker, Benjamin Johnson, Bryan Auslander, Briana Wellman, David W. Aha |
| Camera-Based Localization and Stabilization of a Flying Drone | |
| Jan Skoda, Roman Bartak |
Case-Based Reasoning
| Case-Based Behavior Recognition in Beyond Visual Range Air Combat | |
| Hayley Borck, Justin Karneeb, Ron Alford, David W. Aha |
| Increasing the Runtime Speed of Case-Based Plan Recognition | |
| Michael Maynord, Swaroop Vattam, David W. Aha |
| Generalization of Workflows in Process-Oriented Case-Based Reasoning | |
| Gilbert Müller, Ralph Bergmann |
| Error Tolerant Plan Recognition: An Empirical Investigation | |
| Swaroop Vattam, David Aha, Michael W. Floyd |
Data Mining
| A Graph-Theoretic Clustering Methodology Based on Vertex-Attack Tolerance | |
| Jeffrey Borwey, Darla Ahlert, Tayo Obafemi-Ajayi, Gunes Ercal |
| Detecting Anomalies in Mobile Telecommunication Networks Using a Graph Based Approach | |
| Cameron Chaparro, William Eberle |
| Content of Annual Reports as a Predictor for Long Term Stock Price Movements | |
| John A. Doucette, Robin Cohen |
| Exploring Equivalence Metrics to Analyze Behavior in a Naked Mole Rat Colony | |
| Susan Imberman, Michael E. Kress, Dan McCloskey |
| Discovering Suspicious Behavior Using Graph-Based Approach | |
| Lenin Mookiah, William Eberle, Larry Holder |
| A Probabilistic Approach to Aggregating Anomalies for Unsupervised Anomaly Detection with Industrial Applications | |
| Tomas Olsson, Anders Holst |
| Survey of Crime Analysis and Prediction | |
| Lenin Mookiah, William Eberle, Ambareen Siraj |
| Using Subgroup Discovery Metrics to Mine Interesting Subgraphs | |
| Russ Neely, Zach Cleghern, Douglas A. Talbert |
| Data Preprocessing via Polynomial Fitting to Improve Clustering of Spoken Arabic Digits | |
| Imad Rahal, Preston Hardy, Kelsey Weiers |
| Incremental Mining of Frequent Sequences in Environmental Sensor Data | |
| Carlos Roberto Silveira Junior, Danilo Codeco Carvalho, Marilde Terezinha Prado Santos, Marcela Xavier Ribeiro |
Intelligent Learning Technologies
| Improving Large-Scale Assessment Tests by Ontology Based Approach | |
| Vinu E.V, P Sreenivasa Kumar |
| Improving Classification of Natural Language Answers to ITS Questions with Item-Specific Supervised Learning | |
| Benjamin D. Nye, Mustafa Hajeer, Zhiqiang Cai |
| A Constraint-Based Expert Modeling Approach for Ill-Defined Tutoring Domains | |
| Angela Woods, Brian Stensrud, Robert Wray, Joshua Haley, Randolph Jones |
| The Impact of Anomalous Information, Personality, and Motivation on Self- Regulatory Processes in a Multimedia Vicarious Learning Environment | |
| Jeremiah Sullins, Xiangen Hu |
| Are You Asking the Right Questions: The Use of Animated Agents to Teach Learners to Become Better Question Askers | |
| Jeremiah Sullins, Danielle McNamara, Samuel Acuff, Daniel Neely, Eric Hildebrand, Grant Stewart, Xiangen Hu |
Recommender Systems
| XPLODIV: An Exploitation-Exploration Aware Diversification Approach for Recommender Systems | |
| Andrea Barraza-Urbina, Benjamin Heitmann, Conor Hayes, Angela Carrillo-Ramos |
| Recommending Scientific Papers: Investigating the User Curriculum | |
| Jonathas Magalhães, Cleyton Souza, Evandro Costa, Joseana Fechine |
| Power of the Group Neighborhood in Memory-Based Group Recommender Systems | |
| Nadia A. Najjar, David C. Wilson |
| Disease Similarity Calculation on Simplified Disease Knowledge Base for Clinical Decision Support Systems | |
| Mai Omura, Yuka Tateishi, Takashi Okumura |
| Hypothetical Recommendation: A Study of Interactive Profile Manipulation Behavior for Recommender Systems | |
| James Schaffer, Tobias Hollerer, John O'Donovan |
| Mitigating Power User Attacks on a User-Based Collaborative Recommender System | |
| David C. Wilson, Carlos E. Seminario |
| PathMining: A Path-Based User Profiling Algorithm for Heterogeneous Graph-Based Recommender Systems | |
| Sangkeun Lee, Sanghyeb Lee, Byoung-hoon Park |
Semantic, Logics, Information Extraction, and AI
| Semantic Search for Arabic | |
| Aya M. Al-Zoghby, Khaled Shaalan |
| Brochette: Toward A Continuous Learning Platform for Knowledge Acquisition and Integration | |
| Ivan Berlocher, Seonho Kim, Tony Lee |
| Lattice Queries for Search and Data Exploration | |
| Boris Galitsky |
| Recognizing Documents versus Meta-Documents by Tree Kernel Learning | |
| Boris Galitsky, Nina Lebedeva |
| Analysis of Coordinating Constructions in a Dependency Treebank | |
| Vladislav Kubon, Marketa Lopatkova, Jiri Mirovsky |
| An Information-Theoretic Sentence Similarity Metric | |
| John G. Mersch, R. Raymond Lang |
Uncertain Reasoning
| A Software System for the Computation, Visualization, and Comparison of Conditional Structures for Relational Probabilistic Knowledge Bases | |
| Christoph Beierle, Steffen Kuche, Marc Finthammer, Gabriele Kern-Isberner |
| A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event Detection | |
| Christophe Gonzales, Séverine Dubuisson, Cristina Manfredotti |
| Multiple Iterated Belief Revision Without Independence | |
| Gabriele Kern-Isberner, Daniela Huvermann |
| On-Line Learning of Multi-Valued Decision Diagrams | |
| Jean-Christophe Magnan, Pierre-Henri Wuillemin |
| A New Approach to Probabilistic Belief Change | |
| Gavin B. Rens, Thomas Meyer |
| Uncertain Reasoning Using Time-Dynamic Markov Random Field for Sensor-Network Applications | |
| Shobhit Shakya, Jian Zhang |
| Hierarchical Beam Search for Solving Most Relevant Explanation in Bayesian Networks | |
| Xiaoyuan Zhu, Changhe Yuan |
| Determining Good Elimination Orderings with Darwinian Networks | |
| Cory James Butz, Jhonatan Souza Oliveira, André Evaristo dos Santos |
| Introducing Darwinian Networks (Invited Presentation) | |
| Cory James Butz |